{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Factor model applied to Chinese stock market"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\users\\josh\\source\\repos\\arctic\\arctic\\store\\_pandas_ndarray_store.py:6: FutureWarning: The Panel class is removed from pandas. Accessing it from the top-level namespace will also be removed in the next version\n",
      "  from pandas import DataFrame, Series, Panel\n"
     ]
    }
   ],
   "source": [
    "from arctic import Arctic"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.linear_model import LinearRegression"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "a = Arctic('localhost')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "lib_stock = a['stock']\n",
    "lib_basic = a['stock_basics']\n",
    "lib_index = a['index']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_sw_industry_class():\n",
    "    \"\"\"\n",
    "    Returns Shen-Wan indsutry classification table\n",
    "    \"\"\"\n",
    "    industry = pd.read_html('./refData/SwClass.xls', encoding='GBK')[0]\n",
    "    IND_RENAME = {\n",
    "        '行业名称':'industry', \n",
    "        '股票代码':'symbol', \n",
    "        '股票名称':'name', \n",
    "        '起始日期':'start_date', \n",
    "        '结束日期':'end_date',\n",
    "    }\n",
    "\n",
    "    industry = industry.rename(columns=IND_RENAME)\n",
    "    industry['symbol'] = industry.symbol.astype(str).str.zfill(6)\n",
    "    \n",
    "    return industry"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "industry = get_sw_industry_class()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "symbol_2_ind=industry.set_index('symbol')['industry'].to_dict()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "ind_2_index = {\n",
    " '农林牧渔': '801010',\n",
    " '采掘': '801020',\n",
    " '化工': '801030',\n",
    " '钢铁': '801040',\n",
    " '有色金属': '801050',\n",
    " '建筑建材': '801060',\n",
    " '机械设备': '801890',\n",
    " '电子': '801080',\n",
    " '交运设备': '801090',\n",
    " '信息设备': '801100',\n",
    " '家用电器': '801110',\n",
    " '食品饮料': '801120',\n",
    " '纺织服装': '801130',\n",
    " '轻工制造': '801140',\n",
    " '医药生物': '801150',\n",
    " '公用事业': '801160',\n",
    " '交通运输': '801170',\n",
    " '房地产': '801180',\n",
    " '金融服务': '801190',\n",
    " '商业贸易': '801200',\n",
    " '休闲服务': '801210',\n",
    " '信息服务': '801220',\n",
    " '综合': '801230',\n",
    " '建筑材料': '801710',\n",
    " '建筑装饰': '801720',\n",
    " '电气设备': '801730',\n",
    " '国防军工': '801740',\n",
    " '计算机': '801750',\n",
    " '传媒': '801760',\n",
    " '通信': '801770',\n",
    " '银行': '801780',\n",
    " '非银金融': '801790',\n",
    " '汽车': '801880',\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "est_window = pd.bdate_range('2018-10-23', '2020-10-23')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "all_stocks = lib_stock.list_symbols()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "from tqdm import tqdm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "beta = {}\n",
    "residual = pd.DataFrame(index = est_window)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_index_full = lib_index.read(list(ind_2_index.values()), chunk_range=est_window)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████████| 4040/4040 [05:22<00:00, 12.53it/s]\n"
     ]
    }
   ],
   "source": [
    "for ts_code in tqdm(all_stocks):\n",
    "    stock = ts_code.split('.')[0]\n",
    "    if stock in symbol_2_ind:\n",
    "        ind = symbol_2_ind[stock]\n",
    "        sw_symbol = ind_2_index[ind]\n",
    "        \n",
    "        df_stock = lib_stock.read(ts_code, chunk_range=est_window)\n",
    "        df_index = df_index_full[sw_symbol]\n",
    "        \n",
    "        if len(df_stock) < 0.6 * len(df_index):\n",
    "            continue\n",
    "        \n",
    "        # Extract pct_chg from index and stock\n",
    "        y = df_stock['pct_chg']/100.\n",
    "        X = df_index[['pct_chg']].reindex(y.index)/100.\n",
    "       \n",
    "        lr = LinearRegression(fit_intercept=False)\n",
    "        lr.fit(X, y)\n",
    "        beta[stock]=lr.coef_[0]\n",
    "        y_hat = lr.predict(X)\n",
    "        residual[stock] = y-y_hat"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3629"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(beta)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "date\n",
       "2020-09-18   -0.011686\n",
       "2020-09-21   -0.028882\n",
       "2020-09-22   -0.040519\n",
       "2020-09-23    0.032453\n",
       "2020-09-24   -0.014910\n",
       "2020-09-25    0.010841\n",
       "2020-09-28   -0.042898\n",
       "2020-09-29    0.031078\n",
       "2020-09-30    0.009842\n",
       "2020-10-09    0.049746\n",
       "2020-10-12    0.063830\n",
       "2020-10-13    0.002182\n",
       "2020-10-14   -0.006531\n",
       "2020-10-15   -0.006939\n",
       "2020-10-16   -0.011769\n",
       "2020-10-19   -0.000744\n",
       "2020-10-20    0.005773\n",
       "2020-10-21    0.029439\n",
       "2020-10-22    0.026439\n",
       "2020-10-23   -0.018749\n",
       "Name: pct_chg, dtype: float64"
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y.tail(20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.concat( list(df_index_full.values()) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "returns = df.reset_index().pivot_table('pct_chg', 'date', 'name')/100."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
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       "            background-color:  #8fb4d6;\n",
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       "            background-color:  #62a2cb;\n",
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       "            background-color:  #056ead;\n",
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       "            background-color:  #569dc8;\n",
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       "            background-color:  #4697c4;\n",
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       "            background-color:  #e7e3f0;\n",
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       "            background-color:  #e0dded;\n",
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       "            background-color:  #fff7fb;\n",
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       "            background-color:  #1b7eb7;\n",
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       "            background-color:  #4e9ac6;\n",
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       "            background-color:  #6ba5cd;\n",
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       "            background-color:  #0f76b3;\n",
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       "            background-color:  #1e80b8;\n",
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       "            background-color:  #a1bbda;\n",
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       "            background-color:  #8bb2d4;\n",
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       "            background-color:  #b0c2de;\n",
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       "            background-color:  #023858;\n",
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       "            background-color:  #97b7d7;\n",
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       "            background-color:  #dddbec;\n",
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       "            background-color:  #a1bbda;\n",
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       "            background-color:  #e5e1ef;\n",
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       "            background-color:  #efe9f3;\n",
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       "            background-color:  #f8f1f8;\n",
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       "            background-color:  #dddbec;\n",
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       "            background-color:  #b4c4df;\n",
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       "            background-color:  #d5d5e8;\n",
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       "            background-color:  #b4c4df;\n",
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       "            background-color:  #97b7d7;\n",
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       "            background-color:  #88b1d4;\n",
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       "            background-color:  #78abd0;\n",
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       "            background-color:  #9ab8d8;\n",
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       "            background-color:  #8eb3d5;\n",
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       "            background-color:  #cdd0e5;\n",
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       "            background-color:  #f5eef6;\n",
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       "            background-color:  #efe9f3;\n",
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       "            background-color:  #eee9f3;\n",
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       "            background-color:  #d9d8ea;\n",
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       "            background-color:  #71a8ce;\n",
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       "            background-color:  #c5cce3;\n",
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       "            background-color:  #348ebf;\n",
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       "            background-color:  #2081b9;\n",
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       "            background-color:  #308cbe;\n",
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       "            background-color:  #88b1d4;\n",
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       "            background-color:  #93b5d6;\n",
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       "            background-color:  #7dacd1;\n",
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       "            background-color:  #afc1dd;\n",
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       "            background-color:  #67a4cc;\n",
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       "            background-color:  #529bc7;\n",
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       "            background-color:  #8cb3d5;\n",
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       "            background-color:  #78abd0;\n",
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       "            background-color:  #abbfdc;\n",
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       "            background-color:  #d4d4e8;\n",
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       "            background-color:  #3790c0;\n",
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       "            background-color:  #0570b0;\n",
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       "            background-color:  #adc1dd;\n",
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       "            background-color:  #308cbe;\n",
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       "            background-color:  #bcc7e1;\n",
       "            color:  #000000;\n",
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       "            background-color:  #4897c4;\n",
       "            color:  #000000;\n",
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       "            background-color:  #79abd0;\n",
       "            color:  #000000;\n",
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       "            background-color:  #88b1d4;\n",
       "            color:  #000000;\n",
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       "            background-color:  #1e80b8;\n",
       "            color:  #000000;\n",
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       "            background-color:  #023858;\n",
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       "            background-color:  #2383ba;\n",
       "            color:  #000000;\n",
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       "            background-color:  #65a3cb;\n",
       "            color:  #000000;\n",
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       "            background-color:  #056fae;\n",
       "            color:  #f1f1f1;\n",
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       "            background-color:  #63a2cb;\n",
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       "            background-color:  #96b6d7;\n",
       "            color:  #000000;\n",
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       "            background-color:  #589ec8;\n",
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       "            background-color:  #4a98c5;\n",
       "            color:  #000000;\n",
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       "            background-color:  #4496c3;\n",
       "            color:  #000000;\n",
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       "            background-color:  #63a2cb;\n",
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       "            background-color:  #2987bc;\n",
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       "            background-color:  #75a9cf;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col22 {\n",
       "            background-color:  #1278b4;\n",
       "            color:  #f1f1f1;\n",
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       "            background-color:  #157ab5;\n",
       "            color:  #000000;\n",
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       "            background-color:  #71a8ce;\n",
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       "            background-color:  #3f93c2;\n",
       "            color:  #000000;\n",
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       "            background-color:  #ced0e6;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col27 {\n",
       "            background-color:  #dddbec;\n",
       "            color:  #000000;\n",
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       "            background-color:  #69a5cc;\n",
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       "            background-color:  #b7c5df;\n",
       "            color:  #000000;\n",
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       "            background-color:  #76aad0;\n",
       "            color:  #000000;\n",
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       "            background-color:  #d3d4e7;\n",
       "            color:  #000000;\n",
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       "            background-color:  #b3c3de;\n",
       "            color:  #000000;\n",
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       "            background-color:  #e0dded;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col6 {\n",
       "            background-color:  #93b5d6;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col7 {\n",
       "            background-color:  #d2d3e7;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col8 {\n",
       "            background-color:  #84b0d3;\n",
       "            color:  #000000;\n",
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       "            background-color:  #81aed2;\n",
       "            color:  #000000;\n",
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       "            background-color:  #328dbf;\n",
       "            color:  #000000;\n",
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       "            background-color:  #023858;\n",
       "            color:  #f1f1f1;\n",
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       "            background-color:  #afc1dd;\n",
       "            color:  #000000;\n",
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       "            background-color:  #96b6d7;\n",
       "            color:  #000000;\n",
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       "            background-color:  #b5c4df;\n",
       "            color:  #000000;\n",
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       "            background-color:  #d2d3e7;\n",
       "            color:  #000000;\n",
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       "            background-color:  #bdc8e1;\n",
       "            color:  #000000;\n",
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       "            background-color:  #a4bcda;\n",
       "            color:  #000000;\n",
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       "            background-color:  #9ab8d8;\n",
       "            color:  #000000;\n",
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       "            background-color:  #c9cee4;\n",
       "            color:  #000000;\n",
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       "            background-color:  #9ab8d8;\n",
       "            color:  #000000;\n",
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       "            background-color:  #d0d1e6;\n",
       "            color:  #000000;\n",
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       "            background-color:  #62a2cb;\n",
       "            color:  #000000;\n",
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       "            background-color:  #73a9cf;\n",
       "            color:  #000000;\n",
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       "            background-color:  #358fc0;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col25 {\n",
       "            background-color:  #348ebf;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col26 {\n",
       "            background-color:  #d1d2e6;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col27 {\n",
       "            background-color:  #e2dfee;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col0 {\n",
       "            background-color:  #b4c4df;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col1 {\n",
       "            background-color:  #7bacd1;\n",
       "            color:  #000000;\n",
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       "            background-color:  #73a9cf;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col3 {\n",
       "            background-color:  #a1bbda;\n",
       "            color:  #000000;\n",
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       "            background-color:  #4697c4;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col5 {\n",
       "            background-color:  #bcc7e1;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col6 {\n",
       "            background-color:  #99b8d8;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col7 {\n",
       "            background-color:  #589ec8;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col8 {\n",
       "            background-color:  #c8cde4;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col9 {\n",
       "            background-color:  #a7bddb;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col10 {\n",
       "            background-color:  #7dacd1;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col11 {\n",
       "            background-color:  #acc0dd;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col12 {\n",
       "            background-color:  #023858;\n",
       "            color:  #f1f1f1;\n",
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       "            background-color:  #529bc7;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col14 {\n",
       "            background-color:  #81aed2;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col15 {\n",
       "            background-color:  #94b6d7;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col16 {\n",
       "            background-color:  #5ea0ca;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col17 {\n",
       "            background-color:  #8cb3d5;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col18 {\n",
       "            background-color:  #4a98c5;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col19 {\n",
       "            background-color:  #6ba5cd;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col20 {\n",
       "            background-color:  #5c9fc9;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col21 {\n",
       "            background-color:  #94b6d7;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col22 {\n",
       "            background-color:  #4295c3;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col23 {\n",
       "            background-color:  #62a2cb;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col24 {\n",
       "            background-color:  #b5c4df;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col25 {\n",
       "            background-color:  #8eb3d5;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col26 {\n",
       "            background-color:  #e4e1ef;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col27 {\n",
       "            background-color:  #efe9f3;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col0 {\n",
       "            background-color:  #2383ba;\n",
       "            color:  #000000;\n",
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       "            background-color:  #0569a4;\n",
       "            color:  #f1f1f1;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col2 {\n",
       "            background-color:  #0566a0;\n",
       "            color:  #f1f1f1;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col3 {\n",
       "            background-color:  #7eadd1;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col4 {\n",
       "            background-color:  #045c90;\n",
       "            color:  #f1f1f1;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col5 {\n",
       "            background-color:  #5ea0ca;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col6 {\n",
       "            background-color:  #0c74b2;\n",
       "            color:  #f1f1f1;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col7 {\n",
       "            background-color:  #358fc0;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col8 {\n",
       "            background-color:  #69a5cc;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col9 {\n",
       "            background-color:  #2a88bc;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col10 {\n",
       "            background-color:  #056aa6;\n",
       "            color:  #f1f1f1;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col11 {\n",
       "            background-color:  #60a1ca;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col12 {\n",
       "            background-color:  #2a88bc;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col13 {\n",
       "            background-color:  #023858;\n",
       "            color:  #f1f1f1;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col14 {\n",
       "            background-color:  #0570b0;\n",
       "            color:  #f1f1f1;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col15 {\n",
       "            background-color:  #1e80b8;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col16 {\n",
       "            background-color:  #04649d;\n",
       "            color:  #f1f1f1;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col17 {\n",
       "            background-color:  #0d75b3;\n",
       "            color:  #f1f1f1;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col18 {\n",
       "            background-color:  #0569a4;\n",
       "            color:  #f1f1f1;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col19 {\n",
       "            background-color:  #056ba9;\n",
       "            color:  #f1f1f1;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col20 {\n",
       "            background-color:  #045c90;\n",
       "            color:  #f1f1f1;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col21 {\n",
       "            background-color:  #187cb6;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col22 {\n",
       "            background-color:  #2182b9;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col23 {\n",
       "            background-color:  #3b92c1;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col24 {\n",
       "            background-color:  #9ebad9;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col25 {\n",
       "            background-color:  #4496c3;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col26 {\n",
       "            background-color:  #a8bedc;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col27 {\n",
       "            background-color:  #bfc9e1;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col0 {\n",
       "            background-color:  #4a98c5;\n",
       "            color:  #000000;\n",
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       "            background-color:  #3790c0;\n",
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       "            background-color:  #3b92c1;\n",
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       "            background-color:  #9ebad9;\n",
       "            color:  #000000;\n",
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       "            background-color:  #1077b4;\n",
       "            color:  #f1f1f1;\n",
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       "            background-color:  #84b0d3;\n",
       "            color:  #000000;\n",
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       "            background-color:  #529bc7;\n",
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       "            background-color:  #71a8ce;\n",
       "            color:  #000000;\n",
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       "            background-color:  #6da6cd;\n",
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       "            background-color:  #8eb3d5;\n",
       "            color:  #000000;\n",
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       "            background-color:  #4c99c5;\n",
       "            color:  #000000;\n",
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       "            background-color:  #86b0d3;\n",
       "            color:  #000000;\n",
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       "            background-color:  #549cc7;\n",
       "            color:  #000000;\n",
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       "            background-color:  #0872b1;\n",
       "            color:  #f1f1f1;\n",
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       "            background-color:  #023858;\n",
       "            color:  #f1f1f1;\n",
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       "            background-color:  #4496c3;\n",
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       "            background-color:  #0f76b3;\n",
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       "            background-color:  #569dc8;\n",
       "            color:  #000000;\n",
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       "            background-color:  #2987bc;\n",
       "            color:  #000000;\n",
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       "            background-color:  #3d93c2;\n",
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       "            background-color:  #1b7eb7;\n",
       "            color:  #000000;\n",
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       "            background-color:  #569dc8;\n",
       "            color:  #000000;\n",
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       "            background-color:  #4897c4;\n",
       "            color:  #000000;\n",
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       "            background-color:  #78abd0;\n",
       "            color:  #000000;\n",
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       "            background-color:  #9fbad9;\n",
       "            color:  #000000;\n",
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       "            background-color:  #6ba5cd;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col26 {\n",
       "            background-color:  #b3c3de;\n",
       "            color:  #000000;\n",
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       "            background-color:  #cacee5;\n",
       "            color:  #000000;\n",
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       "            background-color:  #b9c6e0;\n",
       "            color:  #000000;\n",
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       "            background-color:  #2685bb;\n",
       "            color:  #000000;\n",
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       "            background-color:  #99b8d8;\n",
       "            color:  #000000;\n",
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       "            background-color:  #b3c3de;\n",
       "            color:  #000000;\n",
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       "            background-color:  #5a9ec9;\n",
       "            color:  #000000;\n",
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       "            background-color:  #96b6d7;\n",
       "            color:  #000000;\n",
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       "            background-color:  #97b7d7;\n",
       "            color:  #000000;\n",
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       "            background-color:  #80aed2;\n",
       "            color:  #000000;\n",
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       "            background-color:  #b1c2de;\n",
       "            color:  #000000;\n",
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       "            background-color:  #e1dfed;\n",
       "            color:  #000000;\n",
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       "            background-color:  #b4c4df;\n",
       "            color:  #000000;\n",
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       "            background-color:  #d7d6e9;\n",
       "            color:  #000000;\n",
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       "            background-color:  #9cb9d9;\n",
       "            color:  #000000;\n",
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       "            background-color:  #4697c4;\n",
       "            color:  #000000;\n",
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       "            background-color:  #76aad0;\n",
       "            color:  #000000;\n",
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       "            background-color:  #023858;\n",
       "            color:  #f1f1f1;\n",
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       "            background-color:  #1379b5;\n",
       "            color:  #f1f1f1;\n",
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       "            background-color:  #96b6d7;\n",
       "            color:  #000000;\n",
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       "            background-color:  #549cc7;\n",
       "            color:  #000000;\n",
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       "            background-color:  #0567a2;\n",
       "            color:  #f1f1f1;\n",
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       "            background-color:  #60a1ca;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col21 {\n",
       "            background-color:  #056dab;\n",
       "            color:  #f1f1f1;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col22 {\n",
       "            background-color:  #c2cbe2;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col23 {\n",
       "            background-color:  #d4d4e8;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col24 {\n",
       "            background-color:  #d7d6e9;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col25 {\n",
       "            background-color:  #94b6d7;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col26 {\n",
       "            background-color:  #d3d4e7;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col27 {\n",
       "            background-color:  #dcdaeb;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col0 {\n",
       "            background-color:  #88b1d4;\n",
       "            color:  #000000;\n",
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       "            background-color:  #1278b4;\n",
       "            color:  #f1f1f1;\n",
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       "            background-color:  #3d93c2;\n",
       "            color:  #000000;\n",
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       "            background-color:  #91b5d6;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col4 {\n",
       "            background-color:  #157ab5;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col5 {\n",
       "            background-color:  #76aad0;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col6 {\n",
       "            background-color:  #549cc7;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col7 {\n",
       "            background-color:  #569dc8;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col8 {\n",
       "            background-color:  #96b6d7;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col9 {\n",
       "            background-color:  #a9bfdc;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col10 {\n",
       "            background-color:  #71a8ce;\n",
       "            color:  #000000;\n",
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       "            background-color:  #bdc8e1;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col12 {\n",
       "            background-color:  #60a1ca;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col13 {\n",
       "            background-color:  #056dab;\n",
       "            color:  #f1f1f1;\n",
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       "            background-color:  #2786bb;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col15 {\n",
       "            background-color:  #1278b4;\n",
       "            color:  #f1f1f1;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col16 {\n",
       "            background-color:  #023858;\n",
       "            color:  #f1f1f1;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col17 {\n",
       "            background-color:  #5c9fc9;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col18 {\n",
       "            background-color:  #187cb6;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col19 {\n",
       "            background-color:  #1077b4;\n",
       "            color:  #f1f1f1;\n",
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       "            background-color:  #2081b9;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col21 {\n",
       "            background-color:  #308cbe;\n",
       "            color:  #000000;\n",
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       "            background-color:  #81aed2;\n",
       "            color:  #000000;\n",
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       "            background-color:  #a2bcda;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col24 {\n",
       "            background-color:  #d3d4e7;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col25 {\n",
       "            background-color:  #8eb3d5;\n",
       "            color:  #000000;\n",
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       "            background-color:  #c9cee4;\n",
       "            color:  #000000;\n",
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       "            background-color:  #cdd0e5;\n",
       "            color:  #000000;\n",
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       "            background-color:  #76aad0;\n",
       "            color:  #000000;\n",
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       "            background-color:  #3f93c2;\n",
       "            color:  #000000;\n",
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       "            background-color:  #358fc0;\n",
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       "            background-color:  #a5bddb;\n",
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       "            background-color:  #2786bb;\n",
       "            color:  #000000;\n",
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       "            background-color:  #63a2cb;\n",
       "            color:  #000000;\n",
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       "            background-color:  #3991c1;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col7 {\n",
       "            background-color:  #91b5d6;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col8 {\n",
       "            background-color:  #abbfdc;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col9 {\n",
       "            background-color:  #b4c4df;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col10 {\n",
       "            background-color:  #60a1ca;\n",
       "            color:  #000000;\n",
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       "            background-color:  #a2bcda;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col12 {\n",
       "            background-color:  #8cb3d5;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col13 {\n",
       "            background-color:  #2786bb;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col14 {\n",
       "            background-color:  #81aed2;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col15 {\n",
       "            background-color:  #8fb4d6;\n",
       "            color:  #000000;\n",
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       "            background-color:  #589ec8;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col17 {\n",
       "            background-color:  #023858;\n",
       "            color:  #f1f1f1;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col18 {\n",
       "            background-color:  #1077b4;\n",
       "            color:  #f1f1f1;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col19 {\n",
       "            background-color:  #5ea0ca;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col20 {\n",
       "            background-color:  #1c7fb8;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col21 {\n",
       "            background-color:  #78abd0;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col22 {\n",
       "            background-color:  #78abd0;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col23 {\n",
       "            background-color:  #8cb3d5;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col24 {\n",
       "            background-color:  #d1d2e6;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col25 {\n",
       "            background-color:  #a5bddb;\n",
       "            color:  #000000;\n",
       "        }    #T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col26 {\n",
       "            background-color:  #d1d2e6;\n",
       "            color:  #000000;\n",
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       "            background-color:  #0771b1;\n",
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       "            background-color:  #2383ba;\n",
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       "            background-color:  #86b0d3;\n",
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       "            background-color:  #1b7eb7;\n",
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       "            background-color:  #69a5cc;\n",
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       "            background-color:  #acc0dd;\n",
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       "            background-color:  #88b1d4;\n",
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       "            background-color:  #d2d3e7;\n",
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       "            background-color:  #a7bddb;\n",
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       "            background-color:  #63a2cb;\n",
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       "            background-color:  #c8cde4;\n",
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       "            background-color:  #d0d1e6;\n",
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       "            background-color:  #88b1d4;\n",
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       "            background-color:  #a9bfdc;\n",
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       "            background-color:  #b3c3de;\n",
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       "            background-color:  #dcdaeb;\n",
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       "            background-color:  #86b0d3;\n",
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       "            background-color:  #e1dfed;\n",
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       "            background-color:  #e3e0ee;\n",
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       "            background-color:  #056dab;\n",
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       "            background-color:  #056dac;\n",
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       "            background-color:  #7bacd1;\n",
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       "            background-color:  #04629a;\n",
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       "            background-color:  #0a73b2;\n",
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       "            background-color:  #569dc8;\n",
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       "            background-color:  #5ea0ca;\n",
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       "            background-color:  #4a98c5;\n",
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       "            background-color:  #1e80b8;\n",
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       "            background-color:  #73a9cf;\n",
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       "            background-color:  #3790c0;\n",
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       "            background-color:  #045e93;\n",
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       "            background-color:  #1e80b8;\n",
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       "            background-color:  #0a73b2;\n",
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       "            background-color:  #0872b1;\n",
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       "            background-color:  #0569a4;\n",
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       "            background-color:  #1379b5;\n",
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       "            background-color:  #023858;\n",
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       "            background-color:  #3991c1;\n",
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       "            background-color:  #358fc0;\n",
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       "            background-color:  #569dc8;\n",
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       "            background-color:  #a9bfdc;\n",
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       "            background-color:  #60a1ca;\n",
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       "            background-color:  #8fb4d6;\n",
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       "            background-color:  #afc1dd;\n",
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       "            background-color:  #bbc7e0;\n",
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       "            background-color:  #73a9cf;\n",
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       "            background-color:  #b5c4df;\n",
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       "            background-color:  #91b5d6;\n",
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       "            background-color:  #75a9cf;\n",
       "            color:  #000000;\n",
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       "            background-color:  #d2d2e7;\n",
       "            color:  #000000;\n",
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       "            background-color:  #dad9ea;\n",
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       "            background-color:  #97b7d7;\n",
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       "            background-color:  #d9d8ea;\n",
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       "            background-color:  #a2bcda;\n",
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       "            background-color:  #4094c3;\n",
       "            color:  #000000;\n",
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       "            background-color:  #8eb3d5;\n",
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       "            background-color:  #056ead;\n",
       "            color:  #f1f1f1;\n",
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       "            background-color:  #3991c1;\n",
       "            color:  #000000;\n",
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       "            background-color:  #84b0d3;\n",
       "            color:  #000000;\n",
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       "            background-color:  #5a9ec9;\n",
       "            color:  #000000;\n",
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       "            background-color:  #0568a3;\n",
       "            color:  #f1f1f1;\n",
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       "            background-color:  #6ba5cd;\n",
       "            color:  #000000;\n",
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       "            background-color:  #023858;\n",
       "            color:  #f1f1f1;\n",
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       "            background-color:  #b9c6e0;\n",
       "            color:  #000000;\n",
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       "            background-color:  #c2cbe2;\n",
       "            color:  #000000;\n",
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       "            background-color:  #c5cce3;\n",
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       "            background-color:  #8eb3d5;\n",
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       "            background-color:  #b0c2de;\n",
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       "            background-color:  #7eadd1;\n",
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       "            background-color:  #a7bddb;\n",
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       "            background-color:  #62a2cb;\n",
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       "            background-color:  #9cb9d9;\n",
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       "            background-color:  #84b0d3;\n",
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       "            background-color:  #a7bddb;\n",
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       "            background-color:  #9ab8d8;\n",
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       "            background-color:  #b4c4df;\n",
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       "            background-color:  #94b6d7;\n",
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       "            background-color:  #86b0d3;\n",
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       "            background-color:  #96b6d7;\n",
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       "            background-color:  #9ab8d8;\n",
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       "            background-color:  #5ea0ca;\n",
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       "            background-color:  #d7d6e9;\n",
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       "            background-color:  #9fbad9;\n",
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       "        }</style><table id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8\" ><thead>    <tr>        <th class=\"index_name level0\" >name</th>        <th class=\"col_heading level0 col0\" >交通运输</th>        <th class=\"col_heading level0 col1\" >传媒</th>        <th class=\"col_heading level0 col2\" >公用事业</th>        <th class=\"col_heading level0 col3\" >农林牧渔</th>        <th class=\"col_heading level0 col4\" >化工</th>        <th class=\"col_heading level0 col5\" >医药生物</th>        <th class=\"col_heading level0 col6\" >商业贸易</th>        <th class=\"col_heading level0 col7\" >国防军工</th>        <th class=\"col_heading level0 col8\" >家用电器</th>        <th class=\"col_heading level0 col9\" >建筑材料</th>        <th class=\"col_heading level0 col10\" >建筑装饰</th>        <th class=\"col_heading level0 col11\" >房地产</th>        <th class=\"col_heading level0 col12\" >有色金属</th>        <th class=\"col_heading level0 col13\" >机械设备</th>        <th class=\"col_heading level0 col14\" >汽车</th>        <th class=\"col_heading level0 col15\" >电子元器件</th>        <th class=\"col_heading level0 col16\" >电气设备</th>        <th class=\"col_heading level0 col17\" >纺织服装</th>        <th class=\"col_heading level0 col18\" >综合</th>        <th class=\"col_heading level0 col19\" >计算机</th>        <th class=\"col_heading level0 col20\" >轻工制造</th>        <th class=\"col_heading level0 col21\" >通信</th>        <th class=\"col_heading level0 col22\" >采掘</th>        <th class=\"col_heading level0 col23\" >钢铁</th>        <th class=\"col_heading level0 col24\" >银行</th>        <th class=\"col_heading level0 col25\" >非银金融</th>        <th class=\"col_heading level0 col26\" >食品饮料</th>        <th class=\"col_heading level0 col27\" >餐饮旅游</th>    </tr>    <tr>        <th class=\"index_name level0\" >name</th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>        <th class=\"blank\" ></th>    </tr></thead><tbody>\n",
       "                <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row0\" class=\"row_heading level0 row0\" >交通运输</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col0\" class=\"data row0 col0\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col1\" class=\"data row0 col1\" >0.801342</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col2\" class=\"data row0 col2\" >0.87325</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col3\" class=\"data row0 col3\" >0.590211</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col4\" class=\"data row0 col4\" >0.859061</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col5\" class=\"data row0 col5\" >0.700212</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col6\" class=\"data row0 col6\" >0.849208</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col7\" class=\"data row0 col7\" >0.66023</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col8\" class=\"data row0 col8\" >0.766801</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col9\" class=\"data row0 col9\" >0.775888</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col10\" class=\"data row0 col10\" >0.845714</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col11\" class=\"data row0 col11\" >0.804621</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col12\" class=\"data row0 col12\" >0.727866</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col13\" class=\"data row0 col13\" >0.86652</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col14\" class=\"data row0 col14\" >0.829125</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col15\" class=\"data row0 col15\" >0.720264</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col16\" class=\"data row0 col16\" >0.775429</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col17\" class=\"data row0 col17\" >0.792192</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col18\" class=\"data row0 col18\" >0.810045</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col19\" class=\"data row0 col19\" >0.741148</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col20\" class=\"data row0 col20\" >0.868943</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col21\" class=\"data row0 col21\" >0.711458</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col22\" class=\"data row0 col22\" >0.837422</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col23\" class=\"data row0 col23\" >0.769435</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col24\" class=\"data row0 col24\" >0.681727</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col25\" class=\"data row0 col25\" >0.818427</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col26\" class=\"data row0 col26\" >0.695275</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row0_col27\" class=\"data row0 col27\" >0.649165</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row1\" class=\"row_heading level0 row1\" >传媒</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col0\" class=\"data row1 col0\" >0.801342</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col1\" class=\"data row1 col1\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col2\" class=\"data row1 col2\" >0.853344</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col3\" class=\"data row1 col3\" >0.607192</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col4\" class=\"data row1 col4\" >0.856406</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col5\" class=\"data row1 col5\" >0.725937</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col6\" class=\"data row1 col6\" >0.843747</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col7\" class=\"data row1 col7\" >0.714471</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col8\" class=\"data row1 col8\" >0.663063</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col9\" class=\"data row1 col9\" >0.701327</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col10\" class=\"data row1 col10\" >0.783848</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col11\" class=\"data row1 col11\" >0.670324</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col12\" class=\"data row1 col12\" >0.745442</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col13\" class=\"data row1 col13\" >0.896803</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col14\" class=\"data row1 col14\" >0.815949</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col15\" class=\"data row1 col15\" >0.836638</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col16\" class=\"data row1 col16\" >0.860994</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col17\" class=\"data row1 col17\" >0.807195</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col18\" class=\"data row1 col18\" >0.873976</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col19\" class=\"data row1 col19\" >0.91155</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col20\" class=\"data row1 col20\" >0.885494</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col21\" class=\"data row1 col21\" >0.835803</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col22\" class=\"data row1 col22\" >0.749969</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col23\" class=\"data row1 col23\" >0.697095</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col24\" class=\"data row1 col24\" >0.509341</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col25\" class=\"data row1 col25\" >0.732173</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col26\" class=\"data row1 col26\" >0.574672</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row1_col27\" class=\"data row1 col27\" >0.578782</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row2\" class=\"row_heading level0 row2\" >公用事业</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col0\" class=\"data row2 col0\" >0.87325</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col1\" class=\"data row2 col1\" >0.853344</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col2\" class=\"data row2 col2\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col3\" class=\"data row2 col3\" >0.624211</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col4\" class=\"data row2 col4\" >0.877266</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col5\" class=\"data row2 col5\" >0.660503</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col6\" class=\"data row2 col6\" >0.839407</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col7\" class=\"data row2 col7\" >0.70551</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col8\" class=\"data row2 col8\" >0.694782</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col9\" class=\"data row2 col9\" >0.795268</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col10\" class=\"data row2 col10\" >0.888247</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col11\" class=\"data row2 col11\" >0.773785</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col12\" class=\"data row2 col12\" >0.778456</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col13\" class=\"data row2 col13\" >0.91332</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col14\" class=\"data row2 col14\" >0.828187</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col15\" class=\"data row2 col15\" >0.736292</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col16\" class=\"data row2 col16\" >0.825761</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col17\" class=\"data row2 col17\" >0.833413</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col18\" class=\"data row2 col18\" >0.854827</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col19\" class=\"data row2 col19\" >0.795333</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col20\" class=\"data row2 col20\" >0.8946</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col21\" class=\"data row2 col21\" >0.760155</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col22\" class=\"data row2 col22\" >0.863849</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col23\" class=\"data row2 col23\" >0.804488</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col24\" class=\"data row2 col24\" >0.619057</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col25\" class=\"data row2 col25\" >0.772321</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col26\" class=\"data row2 col26\" >0.601726</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row2_col27\" class=\"data row2 col27\" >0.553895</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row3\" class=\"row_heading level0 row3\" >农林牧渔</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col0\" class=\"data row3 col0\" >0.590211</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col1\" class=\"data row3 col1\" >0.607192</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col2\" class=\"data row3 col2\" >0.624211</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col3\" class=\"data row3 col3\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col4\" class=\"data row3 col4\" >0.647698</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col5\" class=\"data row3 col5\" >0.557866</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col6\" class=\"data row3 col6\" >0.629376</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col7\" class=\"data row3 col7\" >0.525814</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col8\" class=\"data row3 col8\" >0.462723</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col9\" class=\"data row3 col9\" >0.556116</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col10\" class=\"data row3 col10\" >0.56359</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col11\" class=\"data row3 col11\" >0.483137</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col12\" class=\"data row3 col12\" >0.587839</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col13\" class=\"data row3 col13\" >0.643784</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col14\" class=\"data row3 col14\" >0.590569</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col15\" class=\"data row3 col15\" >0.551114</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col16\" class=\"data row3 col16\" >0.613864</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col17\" class=\"data row3 col17\" >0.57966</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col18\" class=\"data row3 col18\" >0.630716</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col19\" class=\"data row3 col19\" >0.575776</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col20\" class=\"data row3 col20\" >0.649454</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col21\" class=\"data row3 col21\" >0.537459</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col22\" class=\"data row3 col22\" >0.565919</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col23\" class=\"data row3 col23\" >0.512424</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col24\" class=\"data row3 col24\" >0.32367</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col25\" class=\"data row3 col25\" >0.454181</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col26\" class=\"data row3 col26\" >0.510782</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row3_col27\" class=\"data row3 col27\" >0.424948</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row4\" class=\"row_heading level0 row4\" >化工</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col0\" class=\"data row4 col0\" >0.859061</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col1\" class=\"data row4 col1\" >0.856406</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col2\" class=\"data row4 col2\" >0.877266</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col3\" class=\"data row4 col3\" >0.647698</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col4\" class=\"data row4 col4\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col5\" class=\"data row4 col5\" >0.750709</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col6\" class=\"data row4 col6\" >0.860546</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col7\" class=\"data row4 col7\" >0.755258</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col8\" class=\"data row4 col8\" >0.741499</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col9\" class=\"data row4 col9\" >0.828878</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col10\" class=\"data row4 col10\" >0.851517</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col11\" class=\"data row4 col11\" >0.725928</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col12\" class=\"data row4 col12\" >0.830951</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col13\" class=\"data row4 col13\" >0.943407</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col14\" class=\"data row4 col14\" >0.884489</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col15\" class=\"data row4 col15\" >0.815593</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col16\" class=\"data row4 col16\" >0.879432</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col17\" class=\"data row4 col17\" >0.859845</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col18\" class=\"data row4 col18\" >0.876912</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col19\" class=\"data row4 col19\" >0.832998</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col20\" class=\"data row4 col20\" >0.927539</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col21\" class=\"data row4 col21\" >0.793615</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col22\" class=\"data row4 col22\" >0.851934</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col23\" class=\"data row4 col23\" >0.79826</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col24\" class=\"data row4 col24\" >0.586964</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col25\" class=\"data row4 col25\" >0.750641</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col26\" class=\"data row4 col26\" >0.651223</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row4_col27\" class=\"data row4 col27\" >0.611146</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row5\" class=\"row_heading level0 row5\" >医药生物</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col0\" class=\"data row5 col0\" >0.700212</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col1\" class=\"data row5 col1\" >0.725937</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col2\" class=\"data row5 col2\" >0.660503</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col3\" class=\"data row5 col3\" >0.557866</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col4\" class=\"data row5 col4\" >0.750709</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col5\" class=\"data row5 col5\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col6\" class=\"data row5 col6\" >0.732294</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col7\" class=\"data row5 col7\" >0.533404</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col8\" class=\"data row5 col8\" >0.671584</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col9\" class=\"data row5 col9\" >0.625598</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col10\" class=\"data row5 col10\" >0.586784</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col11\" class=\"data row5 col11\" >0.508117</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col12\" class=\"data row5 col12\" >0.586157</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col13\" class=\"data row5 col13\" >0.72796</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col14\" class=\"data row5 col14\" >0.675808</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col15\" class=\"data row5 col15\" >0.649202</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col16\" class=\"data row5 col16\" >0.697203</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col17\" class=\"data row5 col17\" >0.719719</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col18\" class=\"data row5 col18\" >0.737256</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col19\" class=\"data row5 col19\" >0.675776</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col20\" class=\"data row5 col20\" >0.75714</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col21\" class=\"data row5 col21\" >0.598885</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col22\" class=\"data row5 col22\" >0.560237</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col23\" class=\"data row5 col23\" >0.522035</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col24\" class=\"data row5 col24\" >0.399722</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col25\" class=\"data row5 col25\" >0.570193</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col26\" class=\"data row5 col26\" >0.713975</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row5_col27\" class=\"data row5 col27\" >0.588377</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row6\" class=\"row_heading level0 row6\" >商业贸易</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col0\" class=\"data row6 col0\" >0.849208</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col1\" class=\"data row6 col1\" >0.843747</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col2\" class=\"data row6 col2\" >0.839407</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col3\" class=\"data row6 col3\" >0.629376</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col4\" class=\"data row6 col4\" >0.860546</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col5\" class=\"data row6 col5\" >0.732294</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col6\" class=\"data row6 col6\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col7\" class=\"data row6 col7\" >0.692704</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col8\" class=\"data row6 col8\" >0.684881</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col9\" class=\"data row6 col9\" >0.75194</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col10\" class=\"data row6 col10\" >0.812116</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col11\" class=\"data row6 col11\" >0.737475</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col12\" class=\"data row6 col12\" >0.731125</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col13\" class=\"data row6 col13\" >0.8789</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col14\" class=\"data row6 col14\" >0.803899</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col15\" class=\"data row6 col15\" >0.731283</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col16\" class=\"data row6 col16\" >0.801637</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col17\" class=\"data row6 col17\" >0.827112</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col18\" class=\"data row6 col18\" >0.860486</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col19\" class=\"data row6 col19\" >0.787762</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col20\" class=\"data row6 col20\" >0.880469</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col21\" class=\"data row6 col21\" >0.739602</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col22\" class=\"data row6 col22\" >0.761759</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col23\" class=\"data row6 col23\" >0.722852</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col24\" class=\"data row6 col24\" >0.544272</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col25\" class=\"data row6 col25\" >0.742615</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col26\" class=\"data row6 col26\" >0.644074</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row6_col27\" class=\"data row6 col27\" >0.600993</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row7\" class=\"row_heading level0 row7\" >国防军工</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col0\" class=\"data row7 col0\" >0.66023</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col1\" class=\"data row7 col1\" >0.714471</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col2\" class=\"data row7 col2\" >0.70551</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col3\" class=\"data row7 col3\" >0.525814</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col4\" class=\"data row7 col4\" >0.755258</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col5\" class=\"data row7 col5\" >0.533404</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col6\" class=\"data row7 col6\" >0.692704</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col7\" class=\"data row7 col7\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col8\" class=\"data row7 col8\" >0.559215</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col9\" class=\"data row7 col9\" >0.62491</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col10\" class=\"data row7 col10\" >0.702655</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col11\" class=\"data row7 col11\" >0.561056</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col12\" class=\"data row7 col12\" >0.742755</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col13\" class=\"data row7 col13\" >0.783891</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col14\" class=\"data row7 col14\" >0.712965</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col15\" class=\"data row7 col15\" >0.6935</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col16\" class=\"data row7 col16\" >0.746288</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col17\" class=\"data row7 col17\" >0.668134</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col18\" class=\"data row7 col18\" >0.723061</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col19\" class=\"data row7 col19\" >0.751769</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col20\" class=\"data row7 col20\" >0.745946</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col21\" class=\"data row7 col21\" >0.708662</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col22\" class=\"data row7 col22\" >0.675254</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col23\" class=\"data row7 col23\" >0.632281</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col24\" class=\"data row7 col24\" >0.425492</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col25\" class=\"data row7 col25\" >0.620648</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col26\" class=\"data row7 col26\" >0.42114</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row7_col27\" class=\"data row7 col27\" >0.466092</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row8\" class=\"row_heading level0 row8\" >家用电器</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col0\" class=\"data row8 col0\" >0.766801</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col1\" class=\"data row8 col1\" >0.663063</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col2\" class=\"data row8 col2\" >0.694782</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col3\" class=\"data row8 col3\" >0.462723</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col4\" class=\"data row8 col4\" >0.741499</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col5\" class=\"data row8 col5\" >0.671584</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col6\" class=\"data row8 col6\" >0.684881</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col7\" class=\"data row8 col7\" >0.559215</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col8\" class=\"data row8 col8\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col9\" class=\"data row8 col9\" >0.72382</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col10\" class=\"data row8 col10\" >0.705664</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col11\" class=\"data row8 col11\" >0.709397</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col12\" class=\"data row8 col12\" >0.610681</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col13\" class=\"data row8 col13\" >0.743113</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col14\" class=\"data row8 col14\" >0.737857</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col15\" class=\"data row8 col15\" >0.64675</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col16\" class=\"data row8 col16\" >0.685966</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col17\" class=\"data row8 col17\" >0.657843</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col18\" class=\"data row8 col18\" >0.654017</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col19\" class=\"data row8 col19\" >0.611031</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col20\" class=\"data row8 col20\" >0.755084</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col21\" class=\"data row8 col21\" >0.594934</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col22\" class=\"data row8 col22\" >0.676778</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col23\" class=\"data row8 col23\" >0.631086</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col24\" class=\"data row8 col24\" >0.655231</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col25\" class=\"data row8 col25\" >0.71755</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col26\" class=\"data row8 col26\" >0.723746</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row8_col27\" class=\"data row8 col27\" >0.642203</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row9\" class=\"row_heading level0 row9\" >建筑材料</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col0\" class=\"data row9 col0\" >0.775888</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col1\" class=\"data row9 col1\" >0.701327</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col2\" class=\"data row9 col2\" >0.795268</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col3\" class=\"data row9 col3\" >0.556116</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col4\" class=\"data row9 col4\" >0.828878</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col5\" class=\"data row9 col5\" >0.625598</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col6\" class=\"data row9 col6\" >0.75194</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col7\" class=\"data row9 col7\" >0.62491</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col8\" class=\"data row9 col8\" >0.72382</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col9\" class=\"data row9 col9\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col10\" class=\"data row9 col10\" >0.859585</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col11\" class=\"data row9 col11\" >0.763007</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col12\" class=\"data row9 col12\" >0.721364</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col13\" class=\"data row9 col13\" >0.846658</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col14\" class=\"data row9 col14\" >0.749403</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col15\" class=\"data row9 col15\" >0.632849</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col16\" class=\"data row9 col16\" >0.718571</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col17\" class=\"data row9 col17\" >0.704877</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col18\" class=\"data row9 col18\" >0.73117</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col19\" class=\"data row9 col19\" >0.66873</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col20\" class=\"data row9 col20\" >0.815054</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col21\" class=\"data row9 col21\" >0.647555</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col22\" class=\"data row9 col22\" >0.776067</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col23\" class=\"data row9 col23\" >0.769211</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col24\" class=\"data row9 col24\" >0.621841</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col25\" class=\"data row9 col25\" >0.721224</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col26\" class=\"data row9 col26\" >0.630747</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row9_col27\" class=\"data row9 col27\" >0.559085</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row10\" class=\"row_heading level0 row10\" >建筑装饰</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col0\" class=\"data row10 col0\" >0.845714</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col1\" class=\"data row10 col1\" >0.783848</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col2\" class=\"data row10 col2\" >0.888247</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col3\" class=\"data row10 col3\" >0.56359</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col4\" class=\"data row10 col4\" >0.851517</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col5\" class=\"data row10 col5\" >0.586784</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col6\" class=\"data row10 col6\" >0.812116</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col7\" class=\"data row10 col7\" >0.702655</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col8\" class=\"data row10 col8\" >0.705664</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col9\" class=\"data row10 col9\" >0.859585</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col10\" class=\"data row10 col10\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col11\" class=\"data row10 col11\" >0.830651</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col12\" class=\"data row10 col12\" >0.75888</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col13\" class=\"data row10 col13\" >0.899763</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col14\" class=\"data row10 col14\" >0.804457</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col15\" class=\"data row10 col15\" >0.692014</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col16\" class=\"data row10 col16\" >0.770173</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col17\" class=\"data row10 col17\" >0.787395</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col18\" class=\"data row10 col18\" >0.790288</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col19\" class=\"data row10 col19\" >0.746345</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col20\" class=\"data row10 col20\" >0.853968</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col21\" class=\"data row10 col21\" >0.727018</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col22\" class=\"data row10 col22\" >0.866681</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col23\" class=\"data row10 col23\" >0.844534</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col24\" class=\"data row10 col24\" >0.664583</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col25\" class=\"data row10 col25\" >0.785211</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col26\" class=\"data row10 col26\" >0.568847</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row10_col27\" class=\"data row10 col27\" >0.53633</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row11\" class=\"row_heading level0 row11\" >房地产</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col0\" class=\"data row11 col0\" >0.804621</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col1\" class=\"data row11 col1\" >0.670324</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col2\" class=\"data row11 col2\" >0.773785</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col3\" class=\"data row11 col3\" >0.483137</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col4\" class=\"data row11 col4\" >0.725928</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col5\" class=\"data row11 col5\" >0.508117</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col6\" class=\"data row11 col6\" >0.737475</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col7\" class=\"data row11 col7\" >0.561056</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col8\" class=\"data row11 col8\" >0.709397</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col9\" class=\"data row11 col9\" >0.763007</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col10\" class=\"data row11 col10\" >0.830651</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col11\" class=\"data row11 col11\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col12\" class=\"data row11 col12\" >0.667382</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col13\" class=\"data row11 col13\" >0.761955</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col14\" class=\"data row11 col14\" >0.718022</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col15\" class=\"data row11 col15\" >0.598186</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col16\" class=\"data row11 col16\" >0.642388</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col17\" class=\"data row11 col17\" >0.682531</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col18\" class=\"data row11 col18\" >0.692901</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col19\" class=\"data row11 col19\" >0.604474</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col20\" class=\"data row11 col20\" >0.743314</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col21\" class=\"data row11 col21\" >0.594093</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col22\" class=\"data row11 col22\" >0.781553</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col23\" class=\"data row11 col23\" >0.733735</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col24\" class=\"data row11 col24\" >0.747871</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col25\" class=\"data row11 col25\" >0.79746</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col26\" class=\"data row11 col26\" >0.564784</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row11_col27\" class=\"data row11 col27\" >0.522331</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row12\" class=\"row_heading level0 row12\" >有色金属</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col0\" class=\"data row12 col0\" >0.727866</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col1\" class=\"data row12 col1\" >0.745442</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col2\" class=\"data row12 col2\" >0.778456</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col3\" class=\"data row12 col3\" >0.587839</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col4\" class=\"data row12 col4\" >0.830951</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col5\" class=\"data row12 col5\" >0.586157</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col6\" class=\"data row12 col6\" >0.731125</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col7\" class=\"data row12 col7\" >0.742755</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col8\" class=\"data row12 col8\" >0.610681</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col9\" class=\"data row12 col9\" >0.721364</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col10\" class=\"data row12 col10\" >0.75888</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col11\" class=\"data row12 col11\" >0.667382</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col12\" class=\"data row12 col12\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col13\" class=\"data row12 col13\" >0.823258</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col14\" class=\"data row12 col14\" >0.776338</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col15\" class=\"data row12 col15\" >0.69298</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col16\" class=\"data row12 col16\" >0.765495</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col17\" class=\"data row12 col17\" >0.713075</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col18\" class=\"data row12 col18\" >0.785739</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col19\" class=\"data row12 col19\" >0.738515</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col20\" class=\"data row12 col20\" >0.806978</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col21\" class=\"data row12 col21\" >0.685139</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col22\" class=\"data row12 col22\" >0.810433</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col23\" class=\"data row12 col23\" >0.753108</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col24\" class=\"data row12 col24\" >0.546525</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col25\" class=\"data row12 col25\" >0.692275</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col26\" class=\"data row12 col26\" >0.5139</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row12_col27\" class=\"data row12 col27\" >0.487354</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row13\" class=\"row_heading level0 row13\" >机械设备</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col0\" class=\"data row13 col0\" >0.86652</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col1\" class=\"data row13 col1\" >0.896803</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col2\" class=\"data row13 col2\" >0.91332</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col3\" class=\"data row13 col3\" >0.643784</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col4\" class=\"data row13 col4\" >0.943407</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col5\" class=\"data row13 col5\" >0.72796</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col6\" class=\"data row13 col6\" >0.8789</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col7\" class=\"data row13 col7\" >0.783891</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col8\" class=\"data row13 col8\" >0.743113</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col9\" class=\"data row13 col9\" >0.846658</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col10\" class=\"data row13 col10\" >0.899763</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col11\" class=\"data row13 col11\" >0.761955</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col12\" class=\"data row13 col12\" >0.823258</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col13\" class=\"data row13 col13\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col14\" class=\"data row13 col14\" >0.894507</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col15\" class=\"data row13 col15\" >0.833894</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col16\" class=\"data row13 col16\" >0.905415</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col17\" class=\"data row13 col17\" >0.861506</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col18\" class=\"data row13 col18\" >0.891102</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col19\" class=\"data row13 col19\" >0.877486</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col20\" class=\"data row13 col20\" >0.939703</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col21\" class=\"data row13 col21\" >0.838177</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col22\" class=\"data row13 col22\" >0.847676</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col23\" class=\"data row13 col23\" >0.794265</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col24\" class=\"data row13 col24\" >0.591433</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col25\" class=\"data row13 col25\" >0.778675</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col26\" class=\"data row13 col26\" >0.634447</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row13_col27\" class=\"data row13 col27\" >0.59964</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row14\" class=\"row_heading level0 row14\" >汽车</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col0\" class=\"data row14 col0\" >0.829125</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col1\" class=\"data row14 col1\" >0.815949</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col2\" class=\"data row14 col2\" >0.828187</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col3\" class=\"data row14 col3\" >0.590569</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col4\" class=\"data row14 col4\" >0.884489</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col5\" class=\"data row14 col5\" >0.675808</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col6\" class=\"data row14 col6\" >0.803899</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col7\" class=\"data row14 col7\" >0.712965</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col8\" class=\"data row14 col8\" >0.737857</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col9\" class=\"data row14 col9\" >0.749403</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col10\" class=\"data row14 col10\" >0.804457</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col11\" class=\"data row14 col11\" >0.718022</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col12\" class=\"data row14 col12\" >0.776338</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col13\" class=\"data row14 col13\" >0.894507</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col14\" class=\"data row14 col14\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col15\" class=\"data row14 col15\" >0.787578</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col16\" class=\"data row14 col16\" >0.858107</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col17\" class=\"data row14 col17\" >0.775186</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col18\" class=\"data row14 col18\" >0.822829</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col19\" class=\"data row14 col19\" >0.78812</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col20\" class=\"data row14 col20\" >0.868011</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col21\" class=\"data row14 col21\" >0.7625</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col22\" class=\"data row14 col22\" >0.804773</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col23\" class=\"data row14 col23\" >0.726207</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col24\" class=\"data row14 col24\" >0.587866</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col25\" class=\"data row14 col25\" >0.736034</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col26\" class=\"data row14 col26\" >0.615697</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row14_col27\" class=\"data row14 col27\" >0.579832</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row15\" class=\"row_heading level0 row15\" >电子元器件</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col0\" class=\"data row15 col0\" >0.720264</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col1\" class=\"data row15 col1\" >0.836638</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col2\" class=\"data row15 col2\" >0.736292</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col3\" class=\"data row15 col3\" >0.551114</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col4\" class=\"data row15 col4\" >0.815593</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col5\" class=\"data row15 col5\" >0.649202</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col6\" class=\"data row15 col6\" >0.731283</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col7\" class=\"data row15 col7\" >0.6935</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col8\" class=\"data row15 col8\" >0.64675</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col9\" class=\"data row15 col9\" >0.632849</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col10\" class=\"data row15 col10\" >0.692014</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col11\" class=\"data row15 col11\" >0.598186</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col12\" class=\"data row15 col12\" >0.69298</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col13\" class=\"data row15 col13\" >0.833894</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col14\" class=\"data row15 col14\" >0.787578</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col15\" class=\"data row15 col15\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col16\" class=\"data row15 col16\" >0.850938</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col17\" class=\"data row15 col17\" >0.70029</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col18\" class=\"data row15 col18\" >0.77405</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col19\" class=\"data row15 col19\" >0.891384</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col20\" class=\"data row15 col20\" >0.80346</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col21\" class=\"data row15 col21\" >0.874045</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col22\" class=\"data row15 col22\" >0.664173</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col23\" class=\"data row15 col23\" >0.589272</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col24\" class=\"data row15 col24\" >0.47227</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col25\" class=\"data row15 col25\" >0.683402</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col26\" class=\"data row15 col26\" >0.557392</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row15_col27\" class=\"data row15 col27\" >0.538402</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row16\" class=\"row_heading level0 row16\" >电气设备</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col0\" class=\"data row16 col0\" >0.775429</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col1\" class=\"data row16 col1\" >0.860994</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col2\" class=\"data row16 col2\" >0.825761</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col3\" class=\"data row16 col3\" >0.613864</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col4\" class=\"data row16 col4\" >0.879432</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col5\" class=\"data row16 col5\" >0.697203</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col6\" class=\"data row16 col6\" >0.801637</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col7\" class=\"data row16 col7\" >0.746288</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col8\" class=\"data row16 col8\" >0.685966</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col9\" class=\"data row16 col9\" >0.718571</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col10\" class=\"data row16 col10\" >0.770173</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col11\" class=\"data row16 col11\" >0.642388</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col12\" class=\"data row16 col12\" >0.765495</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col13\" class=\"data row16 col13\" >0.905415</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col14\" class=\"data row16 col14\" >0.858107</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col15\" class=\"data row16 col15\" >0.850938</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col16\" class=\"data row16 col16\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col17\" class=\"data row16 col17\" >0.770131</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col18\" class=\"data row16 col18\" >0.844814</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col19\" class=\"data row16 col19\" >0.848575</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col20\" class=\"data row16 col20\" >0.862968</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col21\" class=\"data row16 col21\" >0.802912</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col22\" class=\"data row16 col22\" >0.747628</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col23\" class=\"data row16 col23\" >0.670748</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col24\" class=\"data row16 col24\" >0.48325</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col25\" class=\"data row16 col25\" >0.692193</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col26\" class=\"data row16 col26\" >0.577305</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row16_col27\" class=\"data row16 col27\" >0.573913</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row17\" class=\"row_heading level0 row17\" >纺织服装</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col0\" class=\"data row17 col0\" >0.792192</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col1\" class=\"data row17 col1\" >0.807195</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col2\" class=\"data row17 col2\" >0.833413</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col3\" class=\"data row17 col3\" >0.57966</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col4\" class=\"data row17 col4\" >0.859845</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col5\" class=\"data row17 col5\" >0.719719</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col6\" class=\"data row17 col6\" >0.827112</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col7\" class=\"data row17 col7\" >0.668134</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col8\" class=\"data row17 col8\" >0.657843</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col9\" class=\"data row17 col9\" >0.704877</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col10\" class=\"data row17 col10\" >0.787395</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col11\" class=\"data row17 col11\" >0.682531</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col12\" class=\"data row17 col12\" >0.713075</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col13\" class=\"data row17 col13\" >0.861506</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col14\" class=\"data row17 col14\" >0.775186</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col15\" class=\"data row17 col15\" >0.70029</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col16\" class=\"data row17 col16\" >0.770131</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col17\" class=\"data row17 col17\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col18\" class=\"data row17 col18\" >0.856111</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col19\" class=\"data row17 col19\" >0.75196</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col20\" class=\"data row17 col20\" >0.866681</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col21\" class=\"data row17 col21\" >0.722864</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col22\" class=\"data row17 col22\" >0.758595</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col23\" class=\"data row17 col23\" >0.700416</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col24\" class=\"data row17 col24\" >0.490141</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col25\" class=\"data row17 col25\" >0.660248</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col26\" class=\"data row17 col26\" >0.564193</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row17_col27\" class=\"data row17 col27\" >0.488449</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row18\" class=\"row_heading level0 row18\" >综合</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col0\" class=\"data row18 col0\" >0.810045</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col1\" class=\"data row18 col1\" >0.873976</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col2\" class=\"data row18 col2\" >0.854827</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col3\" class=\"data row18 col3\" >0.630716</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col4\" class=\"data row18 col4\" >0.876912</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col5\" class=\"data row18 col5\" >0.737256</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col6\" class=\"data row18 col6\" >0.860486</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col7\" class=\"data row18 col7\" >0.723061</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col8\" class=\"data row18 col8\" >0.654017</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col9\" class=\"data row18 col9\" >0.73117</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col10\" class=\"data row18 col10\" >0.790288</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col11\" class=\"data row18 col11\" >0.692901</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col12\" class=\"data row18 col12\" >0.785739</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col13\" class=\"data row18 col13\" >0.891102</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col14\" class=\"data row18 col14\" >0.822829</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col15\" class=\"data row18 col15\" >0.77405</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col16\" class=\"data row18 col16\" >0.844814</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col17\" class=\"data row18 col17\" >0.856111</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col18\" class=\"data row18 col18\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col19\" class=\"data row18 col19\" >0.83056</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col20\" class=\"data row18 col20\" >0.89147</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col21\" class=\"data row18 col21\" >0.768605</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col22\" class=\"data row18 col22\" >0.763514</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col23\" class=\"data row18 col23\" >0.705172</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col24\" class=\"data row18 col24\" >0.483414</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col25\" class=\"data row18 col25\" >0.700742</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col26\" class=\"data row18 col26\" >0.560779</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row18_col27\" class=\"data row18 col27\" >0.551184</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row19\" class=\"row_heading level0 row19\" >计算机</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col0\" class=\"data row19 col0\" >0.741148</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col1\" class=\"data row19 col1\" >0.91155</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col2\" class=\"data row19 col2\" >0.795333</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col3\" class=\"data row19 col3\" >0.575776</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col4\" class=\"data row19 col4\" >0.832998</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col5\" class=\"data row19 col5\" >0.675776</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col6\" class=\"data row19 col6\" >0.787762</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col7\" class=\"data row19 col7\" >0.751769</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col8\" class=\"data row19 col8\" >0.611031</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col9\" class=\"data row19 col9\" >0.66873</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col10\" class=\"data row19 col10\" >0.746345</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col11\" class=\"data row19 col11\" >0.604474</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col12\" class=\"data row19 col12\" >0.738515</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col13\" class=\"data row19 col13\" >0.877486</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col14\" class=\"data row19 col14\" >0.78812</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col15\" class=\"data row19 col15\" >0.891384</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col16\" class=\"data row19 col16\" >0.848575</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col17\" class=\"data row19 col17\" >0.75196</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col18\" class=\"data row19 col18\" >0.83056</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col19\" class=\"data row19 col19\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col20\" class=\"data row19 col20\" >0.843173</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col21\" class=\"data row19 col21\" >0.888684</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col22\" class=\"data row19 col22\" >0.699394</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col23\" class=\"data row19 col23\" >0.644615</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col24\" class=\"data row19 col24\" >0.455898</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col25\" class=\"data row19 col25\" >0.702648</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col26\" class=\"data row19 col26\" >0.52095</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row19_col27\" class=\"data row19 col27\" >0.519577</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row20\" class=\"row_heading level0 row20\" >轻工制造</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col0\" class=\"data row20 col0\" >0.868943</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col1\" class=\"data row20 col1\" >0.885494</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col2\" class=\"data row20 col2\" >0.8946</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col3\" class=\"data row20 col3\" >0.649454</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col4\" class=\"data row20 col4\" >0.927539</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col5\" class=\"data row20 col5\" >0.75714</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col6\" class=\"data row20 col6\" >0.880469</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col7\" class=\"data row20 col7\" >0.745946</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col8\" class=\"data row20 col8\" >0.755084</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col9\" class=\"data row20 col9\" >0.815054</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col10\" class=\"data row20 col10\" >0.853968</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col11\" class=\"data row20 col11\" >0.743314</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col12\" class=\"data row20 col12\" >0.806978</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col13\" class=\"data row20 col13\" >0.939703</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col14\" class=\"data row20 col14\" >0.868011</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col15\" class=\"data row20 col15\" >0.80346</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col16\" class=\"data row20 col16\" >0.862968</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col17\" class=\"data row20 col17\" >0.866681</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col18\" class=\"data row20 col18\" >0.89147</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col19\" class=\"data row20 col19\" >0.843173</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col20\" class=\"data row20 col20\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col21\" class=\"data row20 col21\" >0.793238</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col22\" class=\"data row20 col22\" >0.823341</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col23\" class=\"data row20 col23\" >0.765445</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col24\" class=\"data row20 col24\" >0.570442</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col25\" class=\"data row20 col25\" >0.749089</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col26\" class=\"data row20 col26\" >0.671719</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row20_col27\" class=\"data row20 col27\" >0.625834</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row21\" class=\"row_heading level0 row21\" >通信</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col0\" class=\"data row21 col0\" >0.711458</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col1\" class=\"data row21 col1\" >0.835803</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col2\" class=\"data row21 col2\" >0.760155</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col3\" class=\"data row21 col3\" >0.537459</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col4\" class=\"data row21 col4\" >0.793615</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col5\" class=\"data row21 col5\" >0.598885</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col6\" class=\"data row21 col6\" >0.739602</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col7\" class=\"data row21 col7\" >0.708662</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col8\" class=\"data row21 col8\" >0.594934</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col9\" class=\"data row21 col9\" >0.647555</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col10\" class=\"data row21 col10\" >0.727018</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col11\" class=\"data row21 col11\" >0.594093</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col12\" class=\"data row21 col12\" >0.685139</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col13\" class=\"data row21 col13\" >0.838177</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col14\" class=\"data row21 col14\" >0.7625</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col15\" class=\"data row21 col15\" >0.874045</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col16\" class=\"data row21 col16\" >0.802912</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col17\" class=\"data row21 col17\" >0.722864</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col18\" class=\"data row21 col18\" >0.768605</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col19\" class=\"data row21 col19\" >0.888684</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col20\" class=\"data row21 col20\" >0.793238</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col21\" class=\"data row21 col21\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col22\" class=\"data row21 col22\" >0.677672</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col23\" class=\"data row21 col23\" >0.619784</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col24\" class=\"data row21 col24\" >0.457259</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col25\" class=\"data row21 col25\" >0.676582</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col26\" class=\"data row21 col26\" >0.497949</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row21_col27\" class=\"data row21 col27\" >0.487374</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row22\" class=\"row_heading level0 row22\" >采掘</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col0\" class=\"data row22 col0\" >0.837422</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col1\" class=\"data row22 col1\" >0.749969</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col2\" class=\"data row22 col2\" >0.863849</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col3\" class=\"data row22 col3\" >0.565919</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col4\" class=\"data row22 col4\" >0.851934</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col5\" class=\"data row22 col5\" >0.560237</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col6\" class=\"data row22 col6\" >0.761759</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col7\" class=\"data row22 col7\" >0.675254</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col8\" class=\"data row22 col8\" >0.676778</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col9\" class=\"data row22 col9\" >0.776067</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col10\" class=\"data row22 col10\" >0.866681</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col11\" class=\"data row22 col11\" >0.781553</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col12\" class=\"data row22 col12\" >0.810433</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col13\" class=\"data row22 col13\" >0.847676</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col14\" class=\"data row22 col14\" >0.804773</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col15\" class=\"data row22 col15\" >0.664173</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col16\" class=\"data row22 col16\" >0.747628</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col17\" class=\"data row22 col17\" >0.758595</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col18\" class=\"data row22 col18\" >0.763514</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col19\" class=\"data row22 col19\" >0.699394</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col20\" class=\"data row22 col20\" >0.823341</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col21\" class=\"data row22 col21\" >0.677672</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col22\" class=\"data row22 col22\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col23\" class=\"data row22 col23\" >0.871402</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col24\" class=\"data row22 col24\" >0.692338</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col25\" class=\"data row22 col25\" >0.784673</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col26\" class=\"data row22 col26\" >0.550765</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row22_col27\" class=\"data row22 col27\" >0.527554</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row23\" class=\"row_heading level0 row23\" >钢铁</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col0\" class=\"data row23 col0\" >0.769435</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col1\" class=\"data row23 col1\" >0.697095</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col2\" class=\"data row23 col2\" >0.804488</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col3\" class=\"data row23 col3\" >0.512424</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col4\" class=\"data row23 col4\" >0.79826</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col5\" class=\"data row23 col5\" >0.522035</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col6\" class=\"data row23 col6\" >0.722852</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col7\" class=\"data row23 col7\" >0.632281</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col8\" class=\"data row23 col8\" >0.631086</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col9\" class=\"data row23 col9\" >0.769211</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col10\" class=\"data row23 col10\" >0.844534</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col11\" class=\"data row23 col11\" >0.733735</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col12\" class=\"data row23 col12\" >0.753108</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col13\" class=\"data row23 col13\" >0.794265</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col14\" class=\"data row23 col14\" >0.726207</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col15\" class=\"data row23 col15\" >0.589272</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col16\" class=\"data row23 col16\" >0.670748</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col17\" class=\"data row23 col17\" >0.700416</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col18\" class=\"data row23 col18\" >0.705172</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col19\" class=\"data row23 col19\" >0.644615</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col20\" class=\"data row23 col20\" >0.765445</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col21\" class=\"data row23 col21\" >0.619784</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col22\" class=\"data row23 col22\" >0.871402</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col23\" class=\"data row23 col23\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col24\" class=\"data row23 col24\" >0.648907</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col25\" class=\"data row23 col25\" >0.723979</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col26\" class=\"data row23 col26\" >0.497592</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row23_col27\" class=\"data row23 col27\" >0.464576</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row24\" class=\"row_heading level0 row24\" >银行</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col0\" class=\"data row24 col0\" >0.681727</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col1\" class=\"data row24 col1\" >0.509341</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col2\" class=\"data row24 col2\" >0.619057</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col3\" class=\"data row24 col3\" >0.32367</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col4\" class=\"data row24 col4\" >0.586964</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col5\" class=\"data row24 col5\" >0.399722</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col6\" class=\"data row24 col6\" >0.544272</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col7\" class=\"data row24 col7\" >0.425492</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col8\" class=\"data row24 col8\" >0.655231</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col9\" class=\"data row24 col9\" >0.621841</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col10\" class=\"data row24 col10\" >0.664583</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col11\" class=\"data row24 col11\" >0.747871</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col12\" class=\"data row24 col12\" >0.546525</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col13\" class=\"data row24 col13\" >0.591433</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col14\" class=\"data row24 col14\" >0.587866</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col15\" class=\"data row24 col15\" >0.47227</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col16\" class=\"data row24 col16\" >0.48325</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col17\" class=\"data row24 col17\" >0.490141</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col18\" class=\"data row24 col18\" >0.483414</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col19\" class=\"data row24 col19\" >0.455898</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col20\" class=\"data row24 col20\" >0.570442</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col21\" class=\"data row24 col21\" >0.457259</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col22\" class=\"data row24 col22\" >0.692338</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col23\" class=\"data row24 col23\" >0.648907</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col24\" class=\"data row24 col24\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col25\" class=\"data row24 col25\" >0.811939</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col26\" class=\"data row24 col26\" >0.522168</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row24_col27\" class=\"data row24 col27\" >0.473294</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row25\" class=\"row_heading level0 row25\" >非银金融</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col0\" class=\"data row25 col0\" >0.818427</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col1\" class=\"data row25 col1\" >0.732173</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col2\" class=\"data row25 col2\" >0.772321</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col3\" class=\"data row25 col3\" >0.454181</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col4\" class=\"data row25 col4\" >0.750641</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col5\" class=\"data row25 col5\" >0.570193</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col6\" class=\"data row25 col6\" >0.742615</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col7\" class=\"data row25 col7\" >0.620648</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col8\" class=\"data row25 col8\" >0.71755</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col9\" class=\"data row25 col9\" >0.721224</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col10\" class=\"data row25 col10\" >0.785211</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col11\" class=\"data row25 col11\" >0.79746</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col12\" class=\"data row25 col12\" >0.692275</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col13\" class=\"data row25 col13\" >0.778675</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col14\" class=\"data row25 col14\" >0.736034</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col15\" class=\"data row25 col15\" >0.683402</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col16\" class=\"data row25 col16\" >0.692193</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col17\" class=\"data row25 col17\" >0.660248</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col18\" class=\"data row25 col18\" >0.700742</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col19\" class=\"data row25 col19\" >0.702648</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col20\" class=\"data row25 col20\" >0.749089</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col21\" class=\"data row25 col21\" >0.676582</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col22\" class=\"data row25 col22\" >0.784673</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col23\" class=\"data row25 col23\" >0.723979</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col24\" class=\"data row25 col24\" >0.811939</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col25\" class=\"data row25 col25\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col26\" class=\"data row25 col26\" >0.608714</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row25_col27\" class=\"data row25 col27\" >0.574985</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row26\" class=\"row_heading level0 row26\" >食品饮料</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col0\" class=\"data row26 col0\" >0.695275</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col1\" class=\"data row26 col1\" >0.574672</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col2\" class=\"data row26 col2\" >0.601726</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col3\" class=\"data row26 col3\" >0.510782</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col4\" class=\"data row26 col4\" >0.651223</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col5\" class=\"data row26 col5\" >0.713975</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col6\" class=\"data row26 col6\" >0.644074</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col7\" class=\"data row26 col7\" >0.42114</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col8\" class=\"data row26 col8\" >0.723746</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col9\" class=\"data row26 col9\" >0.630747</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col10\" class=\"data row26 col10\" >0.568847</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col11\" class=\"data row26 col11\" >0.564784</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col12\" class=\"data row26 col12\" >0.5139</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col13\" class=\"data row26 col13\" >0.634447</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col14\" class=\"data row26 col14\" >0.615697</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col15\" class=\"data row26 col15\" >0.557392</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col16\" class=\"data row26 col16\" >0.577305</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col17\" class=\"data row26 col17\" >0.564193</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col18\" class=\"data row26 col18\" >0.560779</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col19\" class=\"data row26 col19\" >0.52095</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col20\" class=\"data row26 col20\" >0.671719</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col21\" class=\"data row26 col21\" >0.497949</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col22\" class=\"data row26 col22\" >0.550765</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col23\" class=\"data row26 col23\" >0.497592</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col24\" class=\"data row26 col24\" >0.522168</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col25\" class=\"data row26 col25\" >0.608714</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col26\" class=\"data row26 col26\" >1</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row26_col27\" class=\"data row26 col27\" >0.647761</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8level0_row27\" class=\"row_heading level0 row27\" >餐饮旅游</th>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col0\" class=\"data row27 col0\" >0.649165</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col1\" class=\"data row27 col1\" >0.578782</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col2\" class=\"data row27 col2\" >0.553895</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col3\" class=\"data row27 col3\" >0.424948</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col4\" class=\"data row27 col4\" >0.611146</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col5\" class=\"data row27 col5\" >0.588377</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col6\" class=\"data row27 col6\" >0.600993</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col7\" class=\"data row27 col7\" >0.466092</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col8\" class=\"data row27 col8\" >0.642203</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col9\" class=\"data row27 col9\" >0.559085</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col10\" class=\"data row27 col10\" >0.53633</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col11\" class=\"data row27 col11\" >0.522331</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col12\" class=\"data row27 col12\" >0.487354</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col13\" class=\"data row27 col13\" >0.59964</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col14\" class=\"data row27 col14\" >0.579832</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col15\" class=\"data row27 col15\" >0.538402</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col16\" class=\"data row27 col16\" >0.573913</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col17\" class=\"data row27 col17\" >0.488449</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col18\" class=\"data row27 col18\" >0.551184</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col19\" class=\"data row27 col19\" >0.519577</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col20\" class=\"data row27 col20\" >0.625834</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col21\" class=\"data row27 col21\" >0.487374</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col22\" class=\"data row27 col22\" >0.527554</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col23\" class=\"data row27 col23\" >0.464576</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col24\" class=\"data row27 col24\" >0.473294</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col25\" class=\"data row27 col25\" >0.574985</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col26\" class=\"data row27 col26\" >0.647761</td>\n",
       "                        <td id=\"T_f477952c_1b81_11eb_974d_9cb6d0eebed8row27_col27\" class=\"data row27 col27\" >1</td>\n",
       "            </tr>\n",
       "    </tbody></table>"
      ],
      "text/plain": [
       "<pandas.io.formats.style.Styler at 0x1bde79c7888>"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "returns.corr().style.background_gradient()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "close_prices = df.reset_index().pivot_table('close', 'date', 'symbol')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    "rolling = returns.rolling(250).corr().unstack(level=1).dropna()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib\n",
    "matplotlib.rc('font', family='MicroSoft YaHei')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3.7.4 64-bit ('cvxpyenv': conda)",
   "language": "python",
   "name": "python37464bitcvxpyenvconda7109fb22449841ac9c9cd08247340af1"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
